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Swarup Kr Ghosh's Projects

deepmedic icon deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

dlib icon dlib

A toolkit for making real world machine learning and data analysis applications in C++

enresnet icon enresnet

New deep learning model for x-ray image enhancement.

intro-to-dl icon intro-to-dl

Resources for "Introduction to Deep Learning" course.

livianet icon livianet

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

models icon models

Models and examples built with TensorFlow

retina-features icon retina-features

Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

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